Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9349591 | 0.7285387 | 0.4139286 |
| bt | 0.8889100 | 0.6339984 | 0.2940837 |
| maxnet | 0.8007876 | 0.4944609 | NA |
| gam | 0.8248959 | 0.5171158 | 0.2501502 |
| glm | 0.7750991 | 0.4924244 | 0.1740665 |